Title :
Economic emission dispatch by modified imperialistic competition algorithm considering carbon capture power plants
Author :
Kuanr, Biswa Ranjan ; Das, Sudipta ; Das, Saborni ; Shekhar, Himanshu ; Lata, Madhavi
Author_Institution :
Power Eng. Dept., Jadavpur Univ., Kolkata, India
Abstract :
With the advent of carbon capture and storage technology (CCS), carbon capture power plant (CCPP) has become a vital part of modern day power systems. However, introduction of CCPPs in power systems has a significant impact on dispatch strategies as CCS consumes energy for their operation though they reduce emission. In this work a Modified Imperialistic Competition Algorithm (MICA) based solution procedure is proposed for solving multi-objective Economic Emission Dispatch problem (EED) in a power system with CCPP. A fuzzy set theory based selection method is adopted for selecting the best compromise solution out of a set of non-dominated Pareto solutions of EED problem. Proposed approach is implemented on a 6-generator test system. Results demonstrate the effects of CCPP on economy and emission of the system and effectiveness of MICA in handling multi-objective non-linear optimization problems.
Keywords :
carbon capture and storage; fuzzy set theory; nonlinear programming; power generation dispatch; power generation economics; 6-generator test system; CCPP; CCS; EED; MICA based solution procedure; carbon capture power plants; carbon capture-and-storage technology; emission reduction; fuzzy set theory based selection method; modified imperialistic competition algorithm; multiobjective economic emission dispatch problem; multiobjective nonlinear optimization problems; nondominated Pareto solutions; power systems; Carbon dioxide; Economics; Fuels; Minimization; Optimization; Power generation; Power systems; Carbon capture and storage; Economic Emission Dispatch; Imperialistic Competitive Algorithm; Multi-objective optimization;
Conference_Titel :
Circuit, Power and Computing Technologies (ICCPCT), 2015 International Conference on
Conference_Location :
Nagercoil
DOI :
10.1109/ICCPCT.2015.7159372